Search Results for author: Yanbin He

Found 4 papers, 2 papers with code

Kronecker-structured Sparse Vector Recovery with Application to IRS-MIMO Channel Estimation

1 code implementation11 Oct 2023 Yanbin He, Geethu Joseph

The prior art only exploits the Kronecker structure in the support of the sparse vector and solves the entire linear system together leading to high computational complexity.

Attribute Denoising

Bayesian Algorithms for Kronecker-structured Sparse Vector Recovery With Application to IRS-MIMO Channel Estimation

1 code implementation27 Jul 2023 Yanbin He, Geethu Joseph

We study the sparse recovery problem with an underdetermined linear system characterized by a Kronecker-structured dictionary and a Kronecker-supported sparse vector.

Structure-aware Sparse Bayesian Learning-based Channel Estimation for Intelligent Reflecting Surface-aided MIMO

no code implementations20 Oct 2022 Yanbin He, Geethu Joseph

This paper presents novel cascaded channel estimation techniques for an intelligent reflecting surface-aided multiple-input multiple-output system.

A channel attention based MLP-Mixer network for motor imagery decoding with EEG

no code implementations21 Oct 2021 Yanbin He, Zhiyang Lu, Jun Wang, Jun Shi

Convolutional neural networks (CNNs) and their variants have been successfully applied to the electroencephalogram (EEG) based motor imagery (MI) decoding task.

EEG Motor Imagery

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